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Welcome!

This website provides information for the paper Estimating Neighborhood Asking Rents using Scraped Craigslist Rental Listings

You can download the R source code and data for this project from Github here

Contact Chris Hess at hesscl@uw.edu for more information about this report.

This page was last updated: 2018-05-21

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Observed vs. Smoothed Rent Estimates

Distribution

Panel Time-Series

Spatial Time-Series

Model Fit

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RMSE

train_test int_rmse ns_rmse nsar1_rmse bym_rmse spt_rmse
Test 305.9687 218.8597 210.9024 210.5396 210.4788
Training 324.3490 136.1696 136.9117 138.2685 137.0206

MAE

train_test int_mae ns_mae nsar1_mae bym_mae spt_mae
Test 247.4355 161.93807 151.66715 156.94384 156.89559
Training 258.1041 89.43893 90.29539 92.75548 91.93096

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Actual vs. Predicted Scatterplot

Forecast